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349 Publications

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In: Towards Real-World Deployment of Reinforcement Learning for Traffic Signal Control, IEEE

Towards Real-World Deployment of Reinforcement Learning for Traffic Signal Control

Arthur Müller, Vishal Rangras, Tobias Ferfers, Florian Hufen, Lukas Schreckenberg, Georg Schnittker, Michael Waldmann, Maxim Friesen, Marco Wiering, Jürgen Jasperneite²
Dec 2021
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In: e & i Elektrotechnik und Informationstechnik, Springer

Alignment of safety and security risk assessments for modular production systems

Marco Ehrlich¹, André Bröring, Dimitri Hader, Torben Auhagen-Meyer, Philip Kleen, Lukasz Wisniewski², Henning Trsek², Jürgen Jasperneite²
Sep 2021
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In: 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE

Classification of Faults in Cyber-Physical Systems with Complex-Valued Neural Networks

Sep 2021
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A Meta-Review on Artificial Intelligence in Product Creation

Ruslan Bernijazov¹, Alexander Dicks, Roman Dumitrescu, Marc Foullois, Jonas Hanselle, Eyke Hüllermeier, Gökce Karakaya, Patrick Ködding, Volker Lohweg, Manuel Malatyali, Friedhelm Meyer auf der Heide, Melina Panzner, Christian Soltenborn²
Aug 2021
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In: The International Journal of Advanced Manufacturing Technology, Springer

Cognitive capabilities for the CAAI in cyber-physical production systems

Jan Strohschein¹, Andreas Fischbach, Andreas Bunte, Jörg Stork, Heide Faeskorn-Woyke, Natalia Moriz, Thomas Bartz-Beielstein
May 2021
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In: PyTorch Ecosystem Day

pystiche: A Framework for Neural Style Transfer

Philip Meier¹, Volker Lohweg
Apr 2021
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In: IEEE Access, IEEE

Introduction of a 5G-enabled Architecture for the Realization of Industry 4.0 Use Cases

Michael Gundall¹, Mathias Strufe, Hans D. Schotten, Peter Rost, Christian Markwart, Rolf Blunk, Arne Neumann, Jan Grießbach, Markus Aleksy, Dirk Wübben²
Feb 2021
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In: International Conference on Agents and Artificial Intelligence (ICAART)

Why it is Hard to Find AI in SMEs - A Survey From the Practice and How to Promote it

Andreas Bunte¹, Frank Richter, Rosanna Diovisalvi
Jan 2021
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In: Shaping a globally secure Industrie 4.0 Ecosystem - Enabling international interoperable security policies

Secure Asset Administration Shell exchange with Distributed Ledger Technology

André Bröring¹, Alexander Belyaev, Henning Trsek, Lukasz Wisniewski, Christian Diedrich²
Jan 2021
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Pruritus Intensity Scales across Europe: a prospective validation study

Michael Storck¹, S. Sandmann, Philipp Bruland, Manuel Pedro Pereira, Sabine Steinke, Claudia Riepe, Iñaki Soto-Rey, Sabine Garcovich, Matthias Augustin, Christine Blome, Svetlana Bobko, Franz J. Legat, N. Potekaev, Andrey Lvov, Laurent Misery, Wolfgang Weger, Adam Reich, E. Şavk, Markus Streit, Esther Serra-Baldrich, Jacek C. Szepietowski, Martin Dugas, Sonja Ständer, Claudia Zeidler²
Jan 2021
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In: Journal Computers in Industry, Elsevier's Procedia Computer Science

Heterogeneous and Dependable Networks in Industry - a Survey

Stefano Scanzio¹, Lukasz Wisniewski, Piotr Gaj²
Jan 2021
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¹ First Authors
² Last authors